Nameexact_genome_1508499903_23_14506_1
Workunit2262977
Created24 Oct 2017, 7:24:01 UTC
Sent24 Oct 2017, 8:13:19 UTC
Report deadline8 Dec 2017, 18:50:25 UTC
Received25 Oct 2017, 15:41:33 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time1 days 0 hours 2 min 25 sec
CPU time1 days 0 hours 1 min 26 sec
Validate stateValid
Credit11,360.61
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size173.16 MB
Peak swap size176.76 MB
Peak disk usage5.65 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
ight_update_time: 0.7664634585, other_time: 10.4163208008
epoch time: 62.1498947144s, input_fired_time: 1.2656856775, output_fired_time: 0.0000000000, propagate_forward_time: 59.0418090820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8423995972
validation[          , genome 14506] predictions:    9858/  10000 (98.58%), best:    9858/10000 (98.58%), error:       453.14069, best error:       453.14069 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 792.0534667969s, input_fired_time: 10.1762542725, output_fired_time: 9.3805017471, propagate_forward_time: 297.2838134766, propagate_backward_time: 464.7090759277, weight_update_time: 0.7724355459, other_time: 10.5038146973
epoch time: 62.4907035828s, input_fired_time: 1.2977097034, output_fired_time: 0.0000000000, propagate_forward_time: 59.2611808777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9318122864
validation[          , genome 14506] predictions:    9868/  10000 (98.68%), best:    9868/10000 (98.68%), error:       446.61099, best error:       446.61099 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 786.1946411133s, input_fired_time: 10.0158634186, output_fired_time: 9.2460002899, propagate_forward_time: 294.9520263672, propagate_backward_time: 461.7504272461, weight_update_time: 0.7590370178, other_time: 10.2303466797
epoch time: 62.9989089966s, input_fired_time: 1.2777277231, output_fired_time: 0.0000000000, propagate_forward_time: 59.7856559753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9355239868
validation[          , genome 14506] predictions:    9795/  10000 (97.95%), best:    9868/10000 (98.68%), error:       640.05017, best error:       446.61099 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 788.4005126953s, input_fired_time: 10.0544633865, output_fired_time: 9.2576732635, propagate_forward_time: 295.9514770508, propagate_backward_time: 462.6666259766, weight_update_time: 0.7652195692, other_time: 10.4702758789
epoch time: 63.4141082764s, input_fired_time: 1.3088921309, output_fired_time: 0.0000000000, propagate_forward_time: 60.1435813904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9616355896
validation[          , genome 14506] predictions:    9830/  10000 (98.30%), best:    9868/10000 (98.68%), error:       552.11908, best error:       446.61099 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 787.1912841797s, input_fired_time: 10.0766696930, output_fired_time: 9.2319040298, propagate_forward_time: 295.2531738281, propagate_backward_time: 462.2647705078, weight_update_time: 0.7723660469, other_time: 10.3647460938
epoch time: 62.7744827271s, input_fired_time: 1.2984789610, output_fired_time: 0.0000000000, propagate_forward_time: 59.5529403687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9230651855
validation[          , genome 14506] predictions:    9834/  10000 (98.34%), best:    9868/10000 (98.68%), error:       543.97845, best error:       446.61099 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 786.6102294922s, input_fired_time: 10.0068559647, output_fired_time: 9.3323917389, propagate_forward_time: 295.4117126465, propagate_backward_time: 461.6977539063, weight_update_time: 0.7670634389, other_time: 10.1615295410
epoch time: 62.9564781189s, input_fired_time: 1.2906644344, output_fired_time: 0.0000000000, propagate_forward_time: 59.7536315918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9121818542
validation[          , genome 14506] predictions:    9848/  10000 (98.48%), best:    9868/10000 (98.68%), error:       497.45422, best error:       446.61099 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 783.0699462891s, input_fired_time: 9.9342241287, output_fired_time: 9.2347373962, propagate_forward_time: 294.0009460449, propagate_backward_time: 459.7138366699, weight_update_time: 0.7551355362, other_time: 10.1862182617
epoch time: 62.6149597168s, input_fired_time: 1.2587301731, output_fired_time: 0.0000000000, propagate_forward_time: 59.5565376282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7996902466
validation[          , genome 14506] predictions:    9851/  10000 (98.51%), best:    9868/10000 (98.68%), error:       506.85797, best error:       446.61099 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 791.9887084961s, input_fired_time: 10.2171163559, output_fired_time: 9.3472738266, propagate_forward_time: 296.6524963379, propagate_backward_time: 465.2052307129, weight_update_time: 0.7782031298, other_time: 10.5665893555
epoch time: 61.8311271667s, input_fired_time: 1.2460229397, output_fired_time: 0.0000000000, propagate_forward_time: 58.7897605896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7953453064
validation[          , genome 14506] predictions:    9862/  10000 (98.62%), best:    9868/10000 (98.68%), error:       454.75027, best error:       446.61099 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 790.6998291016s, input_fired_time: 10.2467508316, output_fired_time: 9.3468456268, propagate_forward_time: 296.5666809082, propagate_backward_time: 463.9230957031, weight_update_time: 0.7810207009, other_time: 10.6164245605
epoch time: 63.0364913940s, input_fired_time: 1.2930958271, output_fired_time: 0.0000000000, propagate_forward_time: 59.8985977173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8447990417
validation[          , genome 14506] predictions:    9816/  10000 (98.16%), best:    9868/10000 (98.68%), error:       581.41974, best error:       446.61099 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 785.7592163086s, input_fired_time: 10.0366277695, output_fired_time: 9.2073774338, propagate_forward_time: 294.9736328125, propagate_backward_time: 461.2661132813, weight_update_time: 0.7693096995, other_time: 10.2754516602
epoch time: 62.5298004150s, input_fired_time: 1.2756153345, output_fired_time: 0.0000000000, propagate_forward_time: 59.4022216797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8519630432
validation[          , genome 14506] predictions:    9857/  10000 (98.57%), best:    9868/10000 (98.68%), error:       512.98480, best error:       446.61099 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 791.8855590820s, input_fired_time: 10.2597227097, output_fired_time: 9.3705072403, propagate_forward_time: 296.7207641602, propagate_backward_time: 464.9531860352, weight_update_time: 0.7733260989, other_time: 10.5814208984
epoch time: 61.8229484558s, input_fired_time: 1.2562987804, output_fired_time: 0.0000000000, propagate_forward_time: 58.7833900452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7832603455
validation[          , genome 14506] predictions:    9859/  10000 (98.59%), best:    9868/10000 (98.68%), error:       470.03348, best error:       446.61099 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 788.3463134766s, input_fired_time: 10.1314907074, output_fired_time: 9.2539081573, propagate_forward_time: 296.0733337402, propagate_backward_time: 462.4478759766, weight_update_time: 0.7657723427, other_time: 10.4397277832
epoch time: 62.4886093140s, input_fired_time: 1.3025457859, output_fired_time: 0.0000000000, propagate_forward_time: 59.2560958862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9299659729
validation[          , genome 14506] predictions:    9850/  10000 (98.50%), best:    9868/10000 (98.68%), error:       489.14987, best error:       446.61099 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 793.5235595703s, input_fired_time: 10.2099523544, output_fired_time: 9.3217544556, propagate_forward_time: 297.6695861816, propagate_backward_time: 465.7083435059, weight_update_time: 0.7664929628, other_time: 10.6138916016
epoch time: 62.9996833801s, input_fired_time: 1.2846982479, output_fired_time: 0.0000000000, propagate_forward_time: 59.7653388977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9496459961
validation[          , genome 14506] predictions:    9856/  10000 (98.56%), best:    9856/10000 (98.56%), error:       431.34567, best error:       431.34567 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 785.6135253906s, input_fired_time: 10.0913848877, output_fired_time: 9.2833290100, propagate_forward_time: 295.2593078613, propagate_backward_time: 460.6824645996, weight_update_time: 0.7611844540, other_time: 10.2970581055
epoch time: 62.4933319092s, input_fired_time: 1.2826365232, output_fired_time: 0.0000000000, propagate_forward_time: 59.2735328674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9371643066
validation[          , genome 14506] predictions:    9837/  10000 (98.37%), best:    9856/10000 (98.56%), error:       497.67874, best error:       431.34567 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 795.6073608398s, input_fired_time: 10.3038463593, output_fired_time: 9.4237699509, propagate_forward_time: 298.5616455078, propagate_backward_time: 466.6021728516, weight_update_time: 0.7751530409, other_time: 10.7159423828
epoch time: 62.7128067017s, input_fired_time: 1.3254703283, output_fired_time: 0.0000000000, propagate_forward_time: 59.4459609985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9413757324
validation[          , genome 14506] predictions:    9874/  10000 (98.74%), best:    9874/10000 (98.74%), error:       418.87936, best error:       418.87936 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 793.0631103516s, input_fired_time: 10.3136243820, output_fired_time: 9.3255157471, propagate_forward_time: 297.5628356934, propagate_backward_time: 465.0492248535, weight_update_time: 0.7972030044, other_time: 10.8119506836
epoch time: 61.8867492676s, input_fired_time: 1.2462310791, output_fired_time: 0.0000000000, propagate_forward_time: 58.8495750427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7909431458
validation[          , genome 14506] predictions:    9856/  10000 (98.56%), best:    9874/10000 (98.74%), error:       453.82999, best error:       418.87936 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 788.3716430664s, input_fired_time: 10.0970735550, output_fired_time: 9.3254671097, propagate_forward_time: 295.8363342285, propagate_backward_time: 462.7632446289, weight_update_time: 0.7642978430, other_time: 10.3495788574
epoch time: 63.3705482483s, input_fired_time: 1.3313105106, output_fired_time: 0.0000000000, propagate_forward_time: 60.1005630493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9386749268
validation[          , genome 14506] predictions:    9844/  10000 (98.44%), best:    9874/10000 (98.74%), error:       491.23441, best error:       418.87936 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 782.4539184570s, input_fired_time: 9.9572792053, output_fired_time: 9.2711486816, propagate_forward_time: 293.9542236328, propagate_backward_time: 459.2156372070, weight_update_time: 0.7588559389, other_time: 10.0556030273
epoch time: 61.6196670532s, input_fired_time: 1.2428882122, output_fired_time: 0.0000000000, propagate_forward_time: 58.5816307068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7951469421
validation[          , genome 14506] predictions:    9870/  10000 (98.70%), best:    9870/10000 (98.70%), error:       401.16412, best error:       401.16412 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 785.7231445313s, input_fired_time: 10.0729227066, output_fired_time: 9.2512264252, propagate_forward_time: 295.0174255371, propagate_backward_time: 461.0067138672, weight_update_time: 0.7766799927, other_time: 10.3748474121
epoch time: 62.4515190125s, input_fired_time: 1.2742027044, output_fired_time: 0.0000000000, propagate_forward_time: 59.2851295471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8921852112
validation[          , genome 14506] predictions:    9849/  10000 (98.49%), best:    9870/10000 (98.70%), error:       467.75525, best error:       401.16412 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 792.0061645508s, input_fired_time: 10.2422475815, output_fired_time: 9.3700523376, propagate_forward_time: 297.1715698242, propagate_backward_time: 464.5269165039, weight_update_time: 0.7792509198, other_time: 10.6953735352
epoch time: 62.6673545837s, input_fired_time: 1.2811768055, output_fired_time: 0.0000000000, propagate_forward_time: 59.5593948364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8267822266
validation[          , genome 14506] predictions:    9855/  10000 (98.55%), best:    9870/10000 (98.70%), error:       462.73923, best error:       401.16412 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 791.6406250000s, input_fired_time: 10.2942209244, output_fired_time: 9.3371868134, propagate_forward_time: 297.0556335449, propagate_backward_time: 464.1467895508, weight_update_time: 0.7703397274, other_time: 10.8067932129
epoch time: 61.8322105408s, input_fired_time: 1.2502880096, output_fired_time: 0.0000000000, propagate_forward_time: 58.8040351868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7778892517
validation[          , genome 14506] predictions:    9871/  10000 (98.71%), best:    9870/10000 (98.70%), error:       416.58908, best error:       401.16412 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 785.2263793945s, input_fired_time: 9.9689893723, output_fired_time: 9.2653923035, propagate_forward_time: 294.7571716309, propagate_backward_time: 461.0702819824, weight_update_time: 0.7606172562, other_time: 10.1645507813
epoch time: 63.2657356262s, input_fired_time: 1.2921465635, output_fired_time: 0.0000000000, propagate_forward_time: 59.9632034302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0103874207
validation[          , genome 14506] predictions:    9881/  10000 (98.81%), best:    9870/10000 (98.70%), error:       403.43411, best error:       401.16412 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 792.2277832031s, input_fired_time: 10.2769126892, output_fired_time: 9.3596839905, propagate_forward_time: 297.2569274902, propagate_backward_time: 464.6443786621, weight_update_time: 0.7816392779, other_time: 10.6898803711
epoch time: 61.5084037781s, input_fired_time: 1.2556079626, output_fired_time: 0.0000000000, propagate_forward_time: 58.4160537720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8367424011
validation[          , genome 14506] predictions:    9888/  10000 (98.88%), best:    9870/10000 (98.70%), error:       402.04614, best error:       401.16412 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 792.4086303711s, input_fired_time: 10.1812725067, output_fired_time: 9.3172435760, propagate_forward_time: 297.5666198730, propagate_backward_time: 464.8739013672, weight_update_time: 0.7808784842, other_time: 10.4695739746
epoch time: 63.4043502808s, input_fired_time: 1.3174653053, output_fired_time: 0.0000000000, propagate_forward_time: 60.2522125244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8346710205
validation[          , genome 14506] predictions:    9855/  10000 (98.55%), best:    9870/10000 (98.70%), error:       440.65283, best error:       401.16412 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 793.8994750977s, input_fired_time: 10.3496866226, output_fired_time: 9.3082704544, propagate_forward_time: 298.0813293457, propagate_backward_time: 465.3821716309, weight_update_time: 0.7700784206, other_time: 10.7780151367
epoch time: 62.3706169128s, input_fired_time: 1.2529745102, output_fired_time: 0.0000000000, propagate_forward_time: 59.2916297913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8260116577
validation[          , genome 14506] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       343.93903, best error:       343.93903 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 791.1171264648s, input_fired_time: 10.2196760178, output_fired_time: 9.4121303558, propagate_forward_time: 296.9176635742, propagate_backward_time: 463.9357604980, weight_update_time: 0.7824079394, other_time: 10.6319274902
epoch time: 62.2004051208s, input_fired_time: 1.2808059454, output_fired_time: 0.0000000000, propagate_forward_time: 59.0071067810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9124908447
validation[          , genome 14506] predictions:    9868/  10000 (98.68%), best:    9892/10000 (98.92%), error:       438.32813, best error:       343.93903 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 788.4650878906s, input_fired_time: 10.0723342896, output_fired_time: 9.2465515137, propagate_forward_time: 295.7406311035, propagate_backward_time: 463.1337585449, weight_update_time: 0.7683167458, other_time: 10.2718505859
epoch time: 61.9924011230s, input_fired_time: 1.2574727535, output_fired_time: 0.0000000000, propagate_forward_time: 58.9113731384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8235549927
validation[          , genome 14506] predictions:    9885/  10000 (98.85%), best:    9892/10000 (98.92%), error:       389.00644, best error:       343.93903 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 784.5353393555s, input_fired_time: 10.0116233826, output_fired_time: 9.2248497009, propagate_forward_time: 294.4952392578, propagate_backward_time: 460.6315612793, weight_update_time: 0.7562459111, other_time: 10.1720886230
epoch time: 61.8401908875s, input_fired_time: 1.2529398203, output_fired_time: 0.0000000000, propagate_forward_time: 58.7912216187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7960281372
validation[          , genome 14506] predictions:    9870/  10000 (98.70%), best:    9892/10000 (98.92%), error:       426.00827, best error:       343.93903 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 792.9708251953s, input_fired_time: 10.2400093079, output_fired_time: 9.3020381927, propagate_forward_time: 297.3418884277, propagate_backward_time: 465.4092712402, weight_update_time: 0.7724785805, other_time: 10.6776123047
epoch time: 63.5023918152s, input_fired_time: 1.2834610939, output_fired_time: 0.0000000000, propagate_forward_time: 60.3148994446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9040298462
validation[          , genome 14506] predictions:    9874/  10000 (98.74%), best:    9892/10000 (98.92%), error:       418.14200, best error:       343.93903 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 788.9119262695s, input_fired_time: 10.1240320206, output_fired_time: 9.2508811951, propagate_forward_time: 296.3603515625, propagate_backward_time: 462.8821716309, weight_update_time: 0.7707368135, other_time: 10.2945251465
epoch time: 61.7878608704s, input_fired_time: 1.2555854321, output_fired_time: 0.0000000000, propagate_forward_time: 58.6894302368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8428459167
validation[          , genome 14506] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       365.84930, best error:       343.93903 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 791.7141113281s, input_fired_time: 10.2887191772, output_fired_time: 9.3229627609, propagate_forward_time: 296.9819335938, propagate_backward_time: 464.4959411621, weight_update_time: 0.7825507522, other_time: 10.6246032715
epoch time: 62.5003089905s, input_fired_time: 1.2925530672, output_fired_time: 0.0000000000, propagate_forward_time: 59.2970695496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9106864929
validation[          , genome 14506] predictions:    9879/  10000 (98.79%), best:    9892/10000 (98.92%), error:       410.03656, best error:       343.93903 on epoch:    39, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 786.8279418945s, input_fired_time: 10.1025238037, output_fired_time: 9.2878160477, propagate_forward_time: 295.5184936523, propagate_backward_time: 461.5645141602, weight_update_time: 0.7725349665, other_time: 10.3545532227
epoch time: 62.4939308167s, input_fired_time: 1.3062158823, output_fired_time: 0.0000000000, propagate_forward_time: 59.2524414063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9352722168
validation[          , genome 14506] predictions:    9877/  10000 (98.77%), best:    9892/10000 (98.92%), error:       390.14069, best error:       343.93903 on epoch:    39, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 786.4441528320s, input_fired_time: 10.1102066040, output_fired_time: 9.3000459671, propagate_forward_time: 295.3927001953, propagate_backward_time: 461.3051452637, weight_update_time: 0.7639043331, other_time: 10.3360290527
epoch time: 62.3650283813s, input_fired_time: 1.2804446220, output_fired_time: 0.0000000000, propagate_forward_time: 59.2080917358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8764915466
validation[          , genome 14506] predictions:    9874/  10000 (98.74%), best:    9892/10000 (98.92%), error:       421.13705, best error:       343.93903 on epoch:    39, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 796.1359252930s, input_fired_time: 10.3532600403, output_fired_time: 9.3745288849, propagate_forward_time: 298.5076293945, propagate_backward_time: 467.0105590820, weight_update_time: 0.7750473022, other_time: 10.8899536133
epoch time: 61.7561225891s, input_fired_time: 1.2525504827, output_fired_time: 0.0000000000, propagate_forward_time: 58.6995658875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8040046692
validation[          , genome 14506] predictions:    9877/  10000 (98.77%), best:    9892/10000 (98.92%), error:       394.51700, best error:       343.93903 on epoch:    39, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 786.0372314453s, input_fired_time: 10.1194972992, output_fired_time: 9.2639055252, propagate_forward_time: 294.9097595215, propagate_backward_time: 461.3029174805, weight_update_time: 0.7767767906, other_time: 10.4411315918
epoch time: 61.9793586731s, input_fired_time: 1.2602406740, output_fired_time: 0.0000000000, propagate_forward_time: 58.9123687744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8067474365
validation[          , genome 14506] predictions:    9701/  10000 (97.01%), best:    9892/10000 (98.92%), error:      1016.54553, best error:       343.93903 on epoch:    39, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

resetting weights to those on epoch: 39
epoch time: 787.1934814453s, input_fired_time: 10.0235471725, output_fired_time: 9.2506885529, propagate_forward_time: 295.5038757324, propagate_backward_time: 462.1117248535, weight_update_time: 0.7627635002, other_time: 10.3036499023
epoch time: 62.5898551941s, input_fired_time: 1.3094798326, output_fired_time: 0.0000000000, propagate_forward_time: 59.4144630432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8659133911
validation[          , genome 14506] predictions:    9860/  10000 (98.60%), best:    9892/10000 (98.92%), error:       452.77570, best error:       343.93903 on epoch:    39, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 786.5806274414s, input_fired_time: 10.0666084290, output_fired_time: 9.2858161926, propagate_forward_time: 295.1091308594, propagate_backward_time: 461.8307495117, weight_update_time: 0.7598619461, other_time: 10.2883300781
epoch time: 62.7561836243s, input_fired_time: 1.2931082249, output_fired_time: 0.0000000000, propagate_forward_time: 59.5443153381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9187583923
validation[          , genome 14506] predictions:    9888/  10000 (98.88%), best:    9892/10000 (98.92%), error:       345.70920, best error:       343.93903 on epoch:    39, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 790.4978637695s, input_fired_time: 10.1615018845, output_fired_time: 9.2522487640, propagate_forward_time: 296.4182739258, propagate_backward_time: 464.0374755859, weight_update_time: 0.7786431909, other_time: 10.6283569336
epoch time: 61.5991973877s, input_fired_time: 1.2523437738, output_fired_time: 0.0000000000, propagate_forward_time: 58.5675468445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7793083191
validation[          , genome 14506] predictions:    9881/  10000 (98.81%), best:    9892/10000 (98.92%), error:       368.03354, best error:       343.93903 on epoch:    39, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 790.1170043945s, input_fired_time: 10.1360654831, output_fired_time: 9.3367118835, propagate_forward_time: 296.7551879883, propagate_backward_time: 463.5142517090, weight_update_time: 0.7634754181, other_time: 10.3747863770
epoch time: 61.9375648499s, input_fired_time: 1.2655663490, output_fired_time: 0.0000000000, propagate_forward_time: 58.8352890015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8367080688
validation[          , genome 14506] predictions:    9887/  10000 (98.87%), best:    9892/10000 (98.92%), error:       356.06082, best error:       343.93903 on epoch:    39, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 788.2197265625s, input_fired_time: 10.1796541214, output_fired_time: 9.3281602859, propagate_forward_time: 295.5877380371, propagate_backward_time: 462.5959472656, weight_update_time: 0.7855752707, other_time: 10.5282287598
epoch time: 61.7027778625s, input_fired_time: 1.2508078814, output_fired_time: 0.0000000000, propagate_forward_time: 58.6695899963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7823791504
validation[          , genome 14506] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       342.99258, best error:       342.99258 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 788.9295043945s, input_fired_time: 10.1701440811, output_fired_time: 9.2626600266, propagate_forward_time: 296.3766479492, propagate_backward_time: 462.6103210449, weight_update_time: 0.7807894945, other_time: 10.5097351074
epoch time: 63.1821098328s, input_fired_time: 1.3094305992, output_fired_time: 0.0000000000, propagate_forward_time: 59.9110641479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9616165161
validation[          , genome 14506] predictions:    9895/  10000 (98.95%), best:    9887/10000 (98.87%), error:       348.11203, best error:       342.99258 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 784.0571899414s, input_fired_time: 10.0023689270, output_fired_time: 9.2636852264, propagate_forward_time: 294.6246948242, propagate_backward_time: 460.0804748535, weight_update_time: 0.7598149180, other_time: 10.0859680176
epoch time: 62.0449295044s, input_fired_time: 1.2731949091, output_fired_time: 0.0000000000, propagate_forward_time: 58.9445724487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8271636963
validation[          , genome 14506] predictions:    9885/  10000 (98.85%), best:    9887/10000 (98.87%), error:       375.41550, best error:       342.99258 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 789.3150024414s, input_fired_time: 10.1850328445, output_fired_time: 9.3585758209, propagate_forward_time: 296.2221069336, propagate_backward_time: 463.0203857422, weight_update_time: 0.7731083035, other_time: 10.5288696289
epoch time: 62.6103324890s, input_fired_time: 1.3111267090, output_fired_time: 0.0000000000, propagate_forward_time: 59.3783187866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9208869934
validation[          , genome 14506] predictions:    9883/  10000 (98.83%), best:    9887/10000 (98.87%), error:       371.34613, best error:       342.99258 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 788.5036621094s, input_fired_time: 10.1341342926, output_fired_time: 9.3084745407, propagate_forward_time: 296.2326965332, propagate_backward_time: 462.3784484863, weight_update_time: 0.7843856812, other_time: 10.4498901367
epoch time: 63.2388381958s, input_fired_time: 1.3259786367, output_fired_time: 0.0000000000, propagate_forward_time: 59.9695091248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9433517456
validation[          , genome 14506] predictions:    9899/  10000 (98.99%), best:    9887/10000 (98.87%), error:       363.71954, best error:       342.99258 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 788.5128784180s, input_fired_time: 10.2050104141, output_fired_time: 9.3051729202, propagate_forward_time: 295.9421081543, propagate_backward_time: 462.6712341309, weight_update_time: 0.7736597657, other_time: 10.3893432617
epoch time: 61.6089134216s, input_fired_time: 1.2515326738, output_fired_time: 0.0000000000, propagate_forward_time: 58.5765113831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7808685303
validation[          , genome 14506] predictions:    9888/  10000 (98.88%), best:    9887/10000 (98.87%), error:       360.02676, best error:       342.99258 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 788.8512573242s, input_fired_time: 10.1705961227, output_fired_time: 9.3591108322, propagate_forward_time: 296.0066223145, propagate_backward_time: 462.8815002441, weight_update_time: 0.7752982974, other_time: 10.4334106445
epoch time: 61.4750442505s, input_fired_time: 1.2513507605, output_fired_time: 0.0000000000, propagate_forward_time: 58.4417457581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7819480896
validation[          , genome 14506] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       342.69913, best error:       342.69913 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 791.6870117188s, input_fired_time: 10.2441825867, output_fired_time: 9.3606281281, propagate_forward_time: 297.0480957031, propagate_backward_time: 464.4535827637, weight_update_time: 0.7946728468, other_time: 10.5804748535
epoch time: 62.4676399231s, input_fired_time: 1.3178365231, output_fired_time: 0.0000000000, propagate_forward_time: 59.1958160400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9539871216
validation[          , genome 14506] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       341.25537, best error:       341.25537 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 788.2857666016s, input_fired_time: 10.2105731964, output_fired_time: 9.3253002167, propagate_forward_time: 295.9043273926, propagate_backward_time: 462.4065856934, weight_update_time: 0.7726645470, other_time: 10.4389648438
epoch time: 64.3598937988s, input_fired_time: 1.3569324017, output_fired_time: 0.0000000000, propagate_forward_time: 60.9501838684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0527763367
validation[          , genome 14506] predictions:    9894/  10000 (98.94%), best:    9893/10000 (98.93%), error:       346.39899, best error:       341.25537 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 791.2668457031s, input_fired_time: 10.2643013000, output_fired_time: 9.2873554230, propagate_forward_time: 296.9082946777, propagate_backward_time: 464.0794677734, weight_update_time: 0.7760972977, other_time: 10.7274475098
epoch time: 61.8397216797s, input_fired_time: 1.2572335005, output_fired_time: 0.0000000000, propagate_forward_time: 58.7946166992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7878723145
validation[          , genome 14506] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       340.81375, best error:       340.81375 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 787.5329589844s, input_fired_time: 10.1710739136, output_fired_time: 9.3269500732, propagate_forward_time: 295.5645141602, propagate_backward_time: 462.0661010742, weight_update_time: 0.7653454542, other_time: 10.4042968750
epoch time: 61.7957077026s, input_fired_time: 1.2653832436, output_fired_time: 0.0000000000, propagate_forward_time: 58.7508010864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7795219421
validation[          , genome 14506] predictions:    9887/  10000 (98.87%), best:    9891/10000 (98.91%), error:       381.89493, best error:       340.81375 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 786.1640014648s, input_fired_time: 10.0685205460, output_fired_time: 9.2285938263, propagate_forward_time: 295.2839965820, propagate_backward_time: 461.3796081543, weight_update_time: 0.7530924678, other_time: 10.2032775879
epoch time: 64.0101394653s, input_fired_time: 1.3457356691, output_fired_time: 0.0000000000, propagate_forward_time: 60.7720985413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8923034668
validation[          , genome 14506] predictions:    9895/  10000 (98.95%), best:    9891/10000 (98.91%), error:       341.41617, best error:       340.81375 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 788.2161254883s, input_fired_time: 10.2318553925, output_fired_time: 9.3137655258, propagate_forward_time: 295.7690429688, propagate_backward_time: 462.3267211914, weight_update_time: 0.7705447078, other_time: 10.5747070313
epoch time: 61.8517532349s, input_fired_time: 1.2603493929, output_fired_time: 0.0000000000, propagate_forward_time: 58.7768478394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8145561218
validation[          , genome 14506] predictions:    9887/  10000 (98.87%), best:    9891/10000 (98.91%), error:       354.73904, best error:       340.81375 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 798.7086791992s, input_fired_time: 10.4544773102, output_fired_time: 9.4137372971, propagate_forward_time: 299.3799438477, propagate_backward_time: 468.5270385742, weight_update_time: 0.7825790048, other_time: 10.9334716797
epoch time: 62.7215881348s, input_fired_time: 1.3244842291, output_fired_time: 0.0000000000, propagate_forward_time: 59.4647254944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9323768616
validation[          , genome 14506] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       335.66150, best error:       335.66150 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 800.2542724609s, input_fired_time: 10.4607229233, output_fired_time: 9.4557676315, propagate_forward_time: 300.2234191895, propagate_backward_time: 469.1216430664, weight_update_time: 0.7935402393, other_time: 10.9927673340
epoch time: 62.5649299622s, input_fired_time: 1.3126755953, output_fired_time: 0.0000000000, propagate_forward_time: 59.3363952637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9158592224
validation[          , genome 14506] predictions:    9897/  10000 (98.97%), best:    9895/10000 (98.95%), error:       339.78381, best error:       335.66150 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 792.0627441406s, input_fired_time: 10.1923189163, output_fired_time: 9.3817424774, propagate_forward_time: 297.0435180664, propagate_backward_time: 465.0240173340, weight_update_time: 0.7749741673, other_time: 10.4211730957
epoch time: 62.0979118347s, input_fired_time: 1.2824974060, output_fired_time: 0.0000000000, propagate_forward_time: 59.0162506104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7991638184
validation[          , genome 14506] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       331.93860, best error:       331.93860 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 786.5745239258s, input_fired_time: 10.1060323715, output_fired_time: 9.2221307755, propagate_forward_time: 294.9986267090, propagate_backward_time: 462.0350646973, weight_update_time: 0.7591862082, other_time: 10.2127075195
epoch time: 61.8076477051s, input_fired_time: 1.2612942457, output_fired_time: 0.0000000000, propagate_forward_time: 58.7619590759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7843933105
validation[          , genome 14506] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       324.71100, best error:       324.71100 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 792.7353515625s, input_fired_time: 10.1716918945, output_fired_time: 9.2834939957, propagate_forward_time: 297.7111206055, propagate_backward_time: 465.1068725586, weight_update_time: 0.7623856664, other_time: 10.4621582031
epoch time: 62.4176216125s, input_fired_time: 1.2969820499, output_fired_time: 0.0000000000, propagate_forward_time: 59.2001800537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9204597473
validation[          , genome 14506] predictions:    9894/  10000 (98.94%), best:    9906/10000 (99.06%), error:       339.18982, best error:       324.71100 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 794.0637207031s, input_fired_time: 10.3169536591, output_fired_time: 9.3658809662, propagate_forward_time: 297.7546386719, propagate_backward_time: 465.8457031250, weight_update_time: 0.7781249881, other_time: 10.7805175781
epoch time: 62.1867294312s, input_fired_time: 1.2841477394, output_fired_time: 0.0000000000, propagate_forward_time: 59.0755157471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8270645142
validation[          , genome 14506] predictions:    9896/  10000 (98.96%), best:    9906/10000 (99.06%), error:       353.94772, best error:       324.71100 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 786.4276123047s, input_fired_time: 10.0824079514, output_fired_time: 9.3202056885, propagate_forward_time: 295.2275695801, propagate_backward_time: 461.5540161133, weight_update_time: 0.7664643526, other_time: 10.2434387207
epoch time: 62.2357902527s, input_fired_time: 1.3103109598, output_fired_time: 0.0000000000, propagate_forward_time: 59.0003852844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9250946045
validation[          , genome 14506] predictions:    9888/  10000 (98.88%), best:    9906/10000 (99.06%), error:       383.56992, best error:       324.71100 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 790.9946289063s, input_fired_time: 10.2320985794, output_fired_time: 9.3259706497, propagate_forward_time: 296.8830261230, propagate_backward_time: 464.0736694336, weight_update_time: 0.7702487111, other_time: 10.4798278809
epoch time: 62.7799301147s, input_fired_time: 1.3015183210, output_fired_time: 0.0000000000, propagate_forward_time: 59.5842857361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8941268921
validation[          , genome 14506] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       336.35098, best error:       324.71100 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 788.8514404297s, input_fired_time: 10.1314125061, output_fired_time: 9.3154373169, propagate_forward_time: 296.3940734863, propagate_backward_time: 462.6468505859, weight_update_time: 0.7701231837, other_time: 10.3636779785
epoch time: 63.7652626038s, input_fired_time: 1.3360512257, output_fired_time: 0.0000000000, propagate_forward_time: 60.5111045837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9181060791
validation[          , genome 14506] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       342.25110, best error:       324.71100 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 788.3944091797s, input_fired_time: 10.2337112427, output_fired_time: 9.1946868896, propagate_forward_time: 295.6858215332, propagate_backward_time: 462.6114807129, weight_update_time: 0.7636034489, other_time: 10.6687011719
epoch time: 63.1490783691s, input_fired_time: 1.2804510593, output_fired_time: 0.0000000000, propagate_forward_time: 60.0432853699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8253402710
validation[          , genome 14506] predictions:    9893/  10000 (98.93%), best:    9906/10000 (99.06%), error:       327.52927, best error:       324.71100 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 789.1103515625s, input_fired_time: 10.1428251266, output_fired_time: 9.3217144012, propagate_forward_time: 296.1228942871, propagate_backward_time: 463.1661071777, weight_update_time: 0.7673133612, other_time: 10.3568115234
epoch time: 62.9538040161s, input_fired_time: 1.2962784767, output_fired_time: 0.0000000000, propagate_forward_time: 59.7880439758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8694801331
validation[          , genome 14506] predictions:    9901/  10000 (99.01%), best:    9906/10000 (99.06%), error:       345.09534, best error:       324.71100 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 785.6979370117s, input_fired_time: 10.1274900436, output_fired_time: 9.2173852921, propagate_forward_time: 295.0361633301, propagate_backward_time: 460.9444885254, weight_update_time: 0.7610222697, other_time: 10.3723754883
epoch time: 64.1028289795s, input_fired_time: 1.2878282070, output_fired_time: 0.0000000000, propagate_forward_time: 60.9501457214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8648567200
validation[          , genome 14506] predictions:    9897/  10000 (98.97%), best:    9906/10000 (99.06%), error:       342.47342, best error:       324.71100 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 795.6620483398s, input_fired_time: 10.4360475540, output_fired_time: 9.4214401245, propagate_forward_time: 298.1263732910, propagate_backward_time: 466.8446350098, weight_update_time: 0.7822434306, other_time: 10.8335571289
epoch time: 62.6526451111s, input_fired_time: 1.3056528568, output_fired_time: 0.0000000000, propagate_forward_time: 59.4151535034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9318389893
validation[          , genome 14506] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       334.13016, best error:       324.71100 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 797.0579223633s, input_fired_time: 10.3754062653, output_fired_time: 9.3809471130, propagate_forward_time: 299.0894470215, propagate_backward_time: 467.3334655762, weight_update_time: 0.8043912649, other_time: 10.8786621094
epoch time: 62.2014236450s, input_fired_time: 1.2758860588, output_fired_time: 0.0000000000, propagate_forward_time: 59.1003456116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8251914978
validation[          , genome 14506] predictions:    9893/  10000 (98.93%), best:    9906/10000 (99.06%), error:       351.05966, best error:       324.71100 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 792.0539550781s, input_fired_time: 10.2460832596, output_fired_time: 9.3132925034, propagate_forward_time: 297.0262451172, propagate_backward_time: 464.8193969727, weight_update_time: 0.7665673494, other_time: 10.6489257813
epoch time: 61.9878616333s, input_fired_time: 1.2594401836, output_fired_time: 0.0000000000, propagate_forward_time: 58.9316329956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7967872620
validation[          , genome 14506] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       322.80368, best error:       322.80368 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 786.3216552734s, input_fired_time: 10.0755090714, output_fired_time: 9.3467426300, propagate_forward_time: 295.5153198242, propagate_backward_time: 461.1845092773, weight_update_time: 0.7646504045, other_time: 10.1995849609
epoch time: 61.6366958618s, input_fired_time: 1.2579048872, output_fired_time: 0.0000000000, propagate_forward_time: 58.6002464294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7785453796
validation[          , genome 14506] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       331.91599, best error:       322.80368 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 792.7992553711s, input_fired_time: 10.3168611526, output_fired_time: 9.3528375626, propagate_forward_time: 297.4879455566, propagate_backward_time: 464.9541015625, weight_update_time: 0.7702025771, other_time: 10.6875305176
epoch time: 62.6670570374s, input_fired_time: 1.3189052343, output_fired_time: 0.0000000000, propagate_forward_time: 59.4159202576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9322319031
validation[          , genome 14506] predictions:    9900/  10000 (99.00%), best:    9906/10000 (99.06%), error:       327.46887, best error:       322.80368 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 790.3462524414s, input_fired_time: 10.2087593079, output_fired_time: 9.2845325470, propagate_forward_time: 296.7569274902, propagate_backward_time: 463.7340698242, weight_update_time: 0.7638124228, other_time: 10.3619689941
epoch time: 61.5228652954s, input_fired_time: 1.2627704144, output_fired_time: 0.0000000000, propagate_forward_time: 58.4787750244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7813186646
validation[          , genome 14506] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       330.43161, best error:       322.80368 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 794.0626831055s, input_fired_time: 10.4357461929, output_fired_time: 9.3625497818, propagate_forward_time: 297.6367492676, propagate_backward_time: 465.6841735840, weight_update_time: 0.7915787101, other_time: 10.9434814453
epoch time: 61.5231246948s, input_fired_time: 1.2553094625, output_fired_time: 0.0000000000, propagate_forward_time: 58.4719276428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7958869934
validation[          , genome 14506] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       331.55988, best error:       322.80368 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 791.4113159180s, input_fired_time: 10.2798843384, output_fired_time: 9.3494319916, propagate_forward_time: 297.0823059082, propagate_backward_time: 464.2120971680, weight_update_time: 0.7733369470, other_time: 10.4875793457
epoch time: 62.5706176758s, input_fired_time: 1.3146812916, output_fired_time: 0.0000000000, propagate_forward_time: 59.3202514648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9356842041
validation[          , genome 14506] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       319.06158, best error:       319.06158 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 792.8930053711s, input_fired_time: 10.3509969711, output_fired_time: 9.3421001434, propagate_forward_time: 297.4693298340, propagate_backward_time: 464.9628906250, weight_update_time: 0.7974256873, other_time: 10.7676696777
epoch time: 61.9144821167s, input_fired_time: 1.2647219896, output_fired_time: 0.0000000000, propagate_forward_time: 58.8238487244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8259124756
validation[          , genome 14506] predictions:    9895/  10000 (98.95%), best:    9904/10000 (99.04%), error:       333.30957, best error:       319.06158 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 795.3781127930s, input_fired_time: 10.3597574234, output_fired_time: 9.4093132019, propagate_forward_time: 298.2835388184, propagate_backward_time: 466.6011657715, weight_update_time: 0.7720564604, other_time: 10.7243652344
epoch time: 61.8489303589s, input_fired_time: 1.2631049156, output_fired_time: 0.0000000000, propagate_forward_time: 58.7736892700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8121376038
validation[          , genome 14506] predictions:    9899/  10000 (98.99%), best:    9904/10000 (99.04%), error:       338.70477, best error:       319.06158 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 787.4408569336s, input_fired_time: 10.1312913895, output_fired_time: 9.3063869476, propagate_forward_time: 295.5470275879, propagate_backward_time: 461.9957275391, weight_update_time: 0.7642309070, other_time: 10.4604187012
epoch time: 62.3774299622s, input_fired_time: 1.3026874065, output_fired_time: 0.0000000000, propagate_forward_time: 59.2099761963, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8647651672
validation[          , genome 14506] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       318.20630, best error:       318.20630 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 784.1934814453s, input_fired_time: 10.0932884216, output_fired_time: 9.2270965576, propagate_forward_time: 294.2985534668, propagate_backward_time: 460.3322143555, weight_update_time: 0.7605854273, other_time: 10.2423400879
epoch time: 61.6954498291s, input_fired_time: 1.2624135017, output_fired_time: 0.0000000000, propagate_forward_time: 58.5410842896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8919525146
validation[          , genome 14506] predictions:    9899/  10000 (98.99%), best:    9902/10000 (99.02%), error:       328.67236, best error:       318.20630 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 785.5153198242s, input_fired_time: 10.0549516678, output_fired_time: 9.2814598083, propagate_forward_time: 294.9282226563, propagate_backward_time: 460.9817810059, weight_update_time: 0.7679381371, other_time: 10.2689514160
epoch time: 61.8091735840s, input_fired_time: 1.2718144655, output_fired_time: 0.0000000000, propagate_forward_time: 58.7016029358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8357543945
validation[          , genome 14506] predictions:    9898/  10000 (98.98%), best:    9902/10000 (99.02%), error:       334.53754, best error:       318.20630 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 786.0375366211s, input_fired_time: 10.0552482605, output_fired_time: 9.2526073456, propagate_forward_time: 294.9026184082, propagate_backward_time: 461.6580505371, weight_update_time: 0.7659685612, other_time: 10.1690063477
epoch time: 61.6780967712s, input_fired_time: 1.2595123053, output_fired_time: 0.0000000000, propagate_forward_time: 58.6261024475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7924804688
validation[          , genome 14506] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       316.86990, best error:       316.86990 on epoch:    92, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 790.9351806641s, input_fired_time: 10.2970905304, output_fired_time: 9.2813091278, propagate_forward_time: 296.9591369629, propagate_backward_time: 463.7715454102, weight_update_time: 0.7895709276, other_time: 10.6260681152
epoch time: 62.6147422791s, input_fired_time: 1.3118773699, output_fired_time: 0.0000000000, propagate_forward_time: 59.3603897095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9424743652
validation[          , genome 14506] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       315.55334, best error:       315.55334 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 793.3192749023s, input_fired_time: 10.3406124115, output_fired_time: 9.3882684708, propagate_forward_time: 297.5722045898, propagate_backward_time: 465.2804565430, weight_update_time: 0.7714239955, other_time: 10.7377319336
epoch time: 61.6222915649s, input_fired_time: 1.2622301579, output_fired_time: 0.0000000000, propagate_forward_time: 58.5756530762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7844085693
validation[          , genome 14506] predictions:    9897/  10000 (98.97%), best:    9906/10000 (99.06%), error:       336.58636, best error:       315.55334 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 788.1345214844s, input_fired_time: 10.2362833023, output_fired_time: 9.2688837051, propagate_forward_time: 295.7476196289, propagate_backward_time: 462.3913574219, weight_update_time: 0.7727469802, other_time: 10.4904174805
epoch time: 61.7739334106s, input_fired_time: 1.2601367235, output_fired_time: 0.0000000000, propagate_forward_time: 58.7334365845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7803611755
validation[          , genome 14506] predictions:    9904/  10000 (99.04%), best:    9906/10000 (99.06%), error:       323.25400, best error:       315.55334 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 789.3120727539s, input_fired_time: 10.2202053070, output_fired_time: 9.2894458771, propagate_forward_time: 296.1404113770, propagate_backward_time: 463.0555419922, weight_update_time: 0.7681939006, other_time: 10.6064758301
epoch time: 61.4812393188s, input_fired_time: 1.2574108839, output_fired_time: 0.0000000000, propagate_forward_time: 58.4405250549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7833023071
validation[          , genome 14506] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       340.00739, best error:       315.55334 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 787.7484741211s, input_fired_time: 10.1696662903, output_fired_time: 9.2657203674, propagate_forward_time: 295.6981506348, propagate_backward_time: 462.2048034668, weight_update_time: 0.7607821822, other_time: 10.4100952148
epoch time: 62.1799354553s, input_fired_time: 1.2790273428, output_fired_time: 0.0000000000, propagate_forward_time: 59.0949020386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8060073853
validation[          , genome 14506] predictions:    9905/  10000 (99.05%), best:    9906/10000 (99.06%), error:       319.66913, best error:       315.55334 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 785.9182128906s, input_fired_time: 10.1041669846, output_fired_time: 9.2890844345, propagate_forward_time: 295.2099914551, propagate_backward_time: 461.1087951660, weight_update_time: 0.7645793557, other_time: 10.2061767578
epoch time: 62.1441345215s, input_fired_time: 1.2817665339, output_fired_time: 0.0000000000, propagate_forward_time: 59.0578346252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8045349121
validation[          , genome 14506] predictions:    9898/  10000 (98.98%), best:    9906/10000 (99.06%), error:       340.91736, best error:       315.55334 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 791.2271728516s, input_fired_time: 10.3029766083, output_fired_time: 9.3416395187, propagate_forward_time: 296.5945434570, propagate_backward_time: 464.2854614258, weight_update_time: 0.7853037119, other_time: 10.7025756836
epoch time: 62.0721588135s, input_fired_time: 1.2694152594, output_fired_time: 0.0000000000, propagate_forward_time: 59.0194053650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7833366394
validation[          , genome 14506] predictions:    9901/  10000 (99.01%), best:    9906/10000 (99.06%), error:       320.86993, best error:       315.55334 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 784.9366455078s, input_fired_time: 10.0654926300, output_fired_time: 9.2849674225, propagate_forward_time: 294.6915588379, propagate_backward_time: 460.7931213379, weight_update_time: 0.7611635327, other_time: 10.1015014648
epoch time: 63.8956146240s, input_fired_time: 1.3435086012, output_fired_time: 0.0000000000, propagate_forward_time: 60.5335311890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0185737610
validation[          , genome 14506] predictions:    9903/  10000 (99.03%), best:    9906/10000 (99.06%), error:       326.29306, best error:       315.55334 on epoch:    93, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 308.7174987793s, input_fired_time: 6.3466067314, output_fired_time: 0.0000000000, propagate_forward_time: 293.2689208984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 9.1019592285
best training[          , genome 14506] predictions:   50000/  50000 (100.00%), best:    9906/10000 (99.06%), error:       139.55273, best error:       315.55334 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 61.5152893066s, input_fired_time: 1.2524055243, output_fired_time: 0.0000000000, propagate_forward_time: 58.4866371155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7762451172
   testing[          , genome 14506] predictions:    9910/  10000 (99.10%), best:    9906/10000 (99.06%), error:       288.81183, best error:       315.55334 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:12:36 (5912): called boinc_finish(0)

</stderr_txt>
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